master replication origins at the heart of the …master replication origins at the heart of the...

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Master replication origins at the heart of the organisation and fragility of the human genome Alain Arneodo Laboratoire Joliot-Curie / Laboratoire de Physique Ecole Normale Supérieure de Lyon 46 allée d’Italie, 69364 Lyon Cedex 07, France [email protected] Benjamin Audit Edward-Benedict Brodie of Brodie Samuel Nicolay ENS de Lyon, France Philippe Saint-Jean Cédric Vaillant Lamia Zaghloul Yves d’Aubenton-Carafa Maxime Huvet Claude Thermes CGM, Gif-sur-Yvette, France Marie Touchon

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Page 1: Master replication origins at the heart of the …Master replication origins at the heart of the organisation and fragility of the human genome Alain Arneodo Laboratoire Joliot-Curie

Master replication origins at the heart of the organisation and fragility

of the human genome

Alain ArneodoLaboratoire Joliot-Curie / Laboratoire de Physique

Ecole Normale Supérieure de Lyon46 allée d’Italie, 69364 Lyon Cedex 07, France

[email protected]

Benjamin Audit

Edward-Benedict Brodie of Brodie

Samuel Nicolay ENS de Lyon, France

Philippe Saint-Jean

Cédric Vaillant

Lamia Zaghloul

Yves d’Aubenton-Carafa

Maxime Huvet

Claude Thermes CGM, Gif-sur-Yvette, France

Marie Touchon

Page 2: Master replication origins at the heart of the …Master replication origins at the heart of the organisation and fragility of the human genome Alain Arneodo Laboratoire Joliot-Curie

DeoxyriboNucleic Acid

A

GC

T

G C

T A

: :

• Double helix macromolecule

• Each strand consists of an oriented sequence of four possible nucleotides:Adenine, Thymine, Guanine & Cytosine

• Complementary strands:[A]=[T] & [G]=[C] over the sum of both strands

Page 3: Master replication origins at the heart of the …Master replication origins at the heart of the organisation and fragility of the human genome Alain Arneodo Laboratoire Joliot-Curie

Sequencing projects result in 4 letter texts :

Page 4: Master replication origins at the heart of the …Master replication origins at the heart of the organisation and fragility of the human genome Alain Arneodo Laboratoire Joliot-Curie

NET RESULT : EACH DNA MOLECULE HAS BEEN

PACKAGED INTO A MITOTIC CHROMOSOME THAT IS 50.000x SHORTER THAN ITS EXTENDED LENGTH

HIERARCHICAL STRUCTURE OF EUCARYOTIC DNA

Page 5: Master replication origins at the heart of the …Master replication origins at the heart of the organisation and fragility of the human genome Alain Arneodo Laboratoire Joliot-Curie

LARGE SCALE REPRESENTATION OF GENOMIC SEQUENCES

Chromosome 22 (Human)

Nicolay, Phys. Rev. Lett. (2004)

Page 6: Master replication origins at the heart of the …Master replication origins at the heart of the organisation and fragility of the human genome Alain Arneodo Laboratoire Joliot-Curie

Strand Compositional AsymmetryStrand Compositional Asymmetry

Page 7: Master replication origins at the heart of the …Master replication origins at the heart of the organisation and fragility of the human genome Alain Arneodo Laboratoire Joliot-Curie

Transcription

Replication

Opening of the double helix with a different environment for each strand => asymmetrical process

Page 8: Master replication origins at the heart of the …Master replication origins at the heart of the organisation and fragility of the human genome Alain Arneodo Laboratoire Joliot-Curie

[A] = [T] & [G] = [C]

in each strand

Deviations from this property estimated by the compositional skews

Compositional skew due to local biases in a strand in the course of biological mechanisms

Symmetrical properties of the strands: ‘‘Parity Rule type 2’’

S = [C] – [G]

[C] + [G]CG

S =[A] – [T]

[A] + [T]AT

Page 9: Master replication origins at the heart of the …Master replication origins at the heart of the organisation and fragility of the human genome Alain Arneodo Laboratoire Joliot-Curie

x 106 pb

SSG

CG

C

G > CG < C

5’5’ 3’3’

Bacillus subtilisBacillus subtilis

leading strandleading strandlagging strand

ORIORI

TERTERTERTER

S < 0 S > 0

Replication bias in bacteria:An upward jump at the origin

ORI

TER

Page 10: Master replication origins at the heart of the …Master replication origins at the heart of the organisation and fragility of the human genome Alain Arneodo Laboratoire Joliot-Curie

ORIORI ORIORITERTER

x 106 pb

SSG

CG

C

lagging strandleading strand

G < CG > C

5’5’ 3’3’

Bacillus subtilisBacillus subtilis

S > 0 S < 0

Replication bias in bacteria:A downward jump at the terminus

ORI

TER

Page 11: Master replication origins at the heart of the …Master replication origins at the heart of the organisation and fragility of the human genome Alain Arneodo Laboratoire Joliot-Curie

Skew profiles around human replication origins

upward jumps : ∆S ~ 24%

Can these profiles be explained by transcription only ?

Do intergenic regions show upward transitions of the skew S ?

Brodie of Brodie, Phys. Rev. Lett. (2005)Touchon, PNAS (2005)

Page 12: Master replication origins at the heart of the …Master replication origins at the heart of the organisation and fragility of the human genome Alain Arneodo Laboratoire Joliot-Curie

Conservation of profiles in mammalian genomes

human

mouse

rat

dog

Touchon, PNAS (2005)

Page 13: Master replication origins at the heart of the …Master replication origins at the heart of the organisation and fragility of the human genome Alain Arneodo Laboratoire Joliot-Curie

Multi-scale detection of jumps in skew profiles using the wavelet transform

Page 14: Master replication origins at the heart of the …Master replication origins at the heart of the organisation and fragility of the human genome Alain Arneodo Laboratoire Joliot-Curie

Wavelet transform of the skew profileHuman chromosome 6

S=

SG

C+

ST

A

5’ 3’

ORIORI

S

0

ORIORI

d d

Page 15: Master replication origins at the heart of the …Master replication origins at the heart of the organisation and fragility of the human genome Alain Arneodo Laboratoire Joliot-Curie

Transcription biasH

uman

Statistics of upward and downward jumps at scale 10 kbp

∆S>0.1, ∆n<2kbp: 36% (7228/20023) significantly biased human genes likely expressed in germ line cells.

T.I. Lee et al., Cell 125 (2006): 32% of human ES cell genes bound to Pol II

Nicolay, Phys. Rev. E (2007)

Page 16: Master replication origins at the heart of the …Master replication origins at the heart of the organisation and fragility of the human genome Alain Arneodo Laboratoire Joliot-Curie

Jumps in the skew profiles at scales a > 200kbp

S=

SG

C+

ST

A

Page 17: Master replication origins at the heart of the …Master replication origins at the heart of the organisation and fragility of the human genome Alain Arneodo Laboratoire Joliot-Curie

Statistics of upward and downward jumps in Human skew profiles

Page 18: Master replication origins at the heart of the …Master replication origins at the heart of the organisation and fragility of the human genome Alain Arneodo Laboratoire Joliot-Curie

« Factory roof » profiles

S (%)

TOP1

MCM4

S (%)

Page 19: Master replication origins at the heart of the …Master replication origins at the heart of the organisation and fragility of the human genome Alain Arneodo Laboratoire Joliot-Curie

Skew profiles along 9Mb Human contigsBrodie of Brodie, Phys. Rev. Lett. (2005)Touchon, PNAS (2005)

Page 20: Master replication origins at the heart of the …Master replication origins at the heart of the organisation and fragility of the human genome Alain Arneodo Laboratoire Joliot-Curie

In germ-line cells, termination sites are regularly dispersed between adjacent origins

Model of ReplicationWell positionned replication origins,

separated by diffuse terminiBrodie of Brodie, Phys. Rev. Lett. (2005)Touchon, PNAS (2005)

Page 21: Master replication origins at the heart of the …Master replication origins at the heart of the organisation and fragility of the human genome Alain Arneodo Laboratoire Joliot-Curie

Replication domain detection using an adapted analyzing wavelet

Audit, Phys. Rev. Lett. (2007)Huvet, Genome Res. (2007)

Page 22: Master replication origins at the heart of the …Master replication origins at the heart of the organisation and fragility of the human genome Alain Arneodo Laboratoire Joliot-Curie

ASYMMETRY OF HUMAN GENOME

factory roofs = 36 %

factory roofs < 1 %

size (kbp)

Page 23: Master replication origins at the heart of the …Master replication origins at the heart of the organisation and fragility of the human genome Alain Arneodo Laboratoire Joliot-Curie

oriorioriori

oriorioriori

distance to putative origins (Mbp)

oricandidatescandidates

oricandidatescandidates

The detected jumps are replicated earlier than surrounding regions

Av

era

ge

tim

ing

re

pli

ca

tio

n p

rofi

le

Woodfine et al., Cell Cycle (2005)

Human chromosome 6

Audit, Phys. Rev. Lett. (2007)Huvet, Genome Res. (2007)

Page 24: Master replication origins at the heart of the …Master replication origins at the heart of the organisation and fragility of the human genome Alain Arneodo Laboratoire Joliot-Curie

The predicted origins replicate earlier than their surrounding regions

: Average timing ratio profile around the 83 putative chr6 origins : 20 origins with well defined local maxima : 10 late replicating originsTiming ratio data from Woodfine et al., Cell Cycle (2005)

Audit, Phys. Rev. Lett. (2007)Huvet, Genome Res. (2007)

Page 25: Master replication origins at the heart of the …Master replication origins at the heart of the organisation and fragility of the human genome Alain Arneodo Laboratoire Joliot-Curie

Disentangling replication and transcription contributions to skew profiles

Audit, Phys. Rev. Lett. (2007)

Page 26: Master replication origins at the heart of the …Master replication origins at the heart of the organisation and fragility of the human genome Alain Arneodo Laboratoire Joliot-Curie
Page 27: Master replication origins at the heart of the …Master replication origins at the heart of the organisation and fragility of the human genome Alain Arneodo Laboratoire Joliot-Curie

QuickTimeᆰ et undᆰcompresseur TIFF (non compressᆰ)

sont requis pour visionner cette image.

QuickTimeᆰ et undᆰcompresseur TIFF (non compressᆰ)

sont requis pour visionner cette image.

Abundance of small nascent replication strands

Replication timing profile

Genome-wide high-resolution (kbp) experimental verification of putative replication origins using

massive sequencing technology

Olivier Hyrien’s group - ENS - Paris

Page 28: Master replication origins at the heart of the …Master replication origins at the heart of the organisation and fragility of the human genome Alain Arneodo Laboratoire Joliot-Curie

Genome organisation around putative replication origins

Huvet, Genome Res. (2007)

Page 29: Master replication origins at the heart of the …Master replication origins at the heart of the organisation and fragility of the human genome Alain Arneodo Laboratoire Joliot-Curie

Gene distribution around predicted replication origins

dd

kbp

NN

5’ 3’

ORIORI

S

0

ORIORI

d d

s

kew

pro

file

Page 30: Master replication origins at the heart of the …Master replication origins at the heart of the organisation and fragility of the human genome Alain Arneodo Laboratoire Joliot-Curie

Distribution of gene length around predicted replication origins

Mbp

putativeputativeorigins

putativeputativeorigins

kbp

distance from replication originsdistance from replication origins

LL

Page 31: Master replication origins at the heart of the …Master replication origins at the heart of the organisation and fragility of the human genome Alain Arneodo Laboratoire Joliot-Curie

Genome organisation around putative replication origins

transcribed regions around putative origins (± 20 kb) :

• 55 % are oriented as replication fork progression

• 5% are in opposed orientation

• 35% are intergenic

Page 32: Master replication origins at the heart of the …Master replication origins at the heart of the organisation and fragility of the human genome Alain Arneodo Laboratoire Joliot-Curie

Gene expression around predicted replication origins

distance from replication origins (kb)

N

ESTsESTs

Bre

adth

of

exp

ress

ion

Page 33: Master replication origins at the heart of the …Master replication origins at the heart of the organisation and fragility of the human genome Alain Arneodo Laboratoire Joliot-Curie

QuickTimeᆰ and aTIFF (Uncompressed) decompressor

are needed to see this picture.

Model for the large-scale functional organisation of the human genome

Huvet, Genome Res. (2007)

Page 34: Master replication origins at the heart of the …Master replication origins at the heart of the organisation and fragility of the human genome Alain Arneodo Laboratoire Joliot-Curie

Genomic DNA codes for open chromatin around “master” replication origins

Human chromosome 6

Audit, Nucleic Acids Res. (2009)

Page 35: Master replication origins at the heart of the …Master replication origins at the heart of the organisation and fragility of the human genome Alain Arneodo Laboratoire Joliot-Curie

Genomic DNA codes for open chromatin around “master” replication origins

Dnase HS sites coverageNFR densityCpG o/e

• R+ gene coverage

Page 36: Master replication origins at the heart of the …Master replication origins at the heart of the organisation and fragility of the human genome Alain Arneodo Laboratoire Joliot-Curie

Genomic DNA codes for open chromatin around “master” replication origins

Page 37: Master replication origins at the heart of the …Master replication origins at the heart of the organisation and fragility of the human genome Alain Arneodo Laboratoire Joliot-Curie

Fragility of the human genome around “master” replication origins

Cancer gene Evolutionarybreakpoints

Audit, Nucleic Acids Res. (2009)Lemaitre, BMC Genomics (2009)

Page 38: Master replication origins at the heart of the …Master replication origins at the heart of the organisation and fragility of the human genome Alain Arneodo Laboratoire Joliot-Curie

Genomic DNA codes for fragile open chromatin around “master” replication origins

Dnase HS sites coverageNFR densityCpG o/e

• R+ gene coverage

Page 39: Master replication origins at the heart of the …Master replication origins at the heart of the organisation and fragility of the human genome Alain Arneodo Laboratoire Joliot-Curie

Dnase HS sites coverageNFR densityCpG o/e

• R+ gene coverage

Genomic DNA codes for fragile open chromatin around “master” replication origins

Page 40: Master replication origins at the heart of the …Master replication origins at the heart of the organisation and fragility of the human genome Alain Arneodo Laboratoire Joliot-Curie

Dnase HS sites coverageNFR densityCpG o/e

• R+ gene coverage

Genomic DNA codes for fragile open chromatin around “master” replication origins

Page 41: Master replication origins at the heart of the …Master replication origins at the heart of the organisation and fragility of the human genome Alain Arneodo Laboratoire Joliot-Curie

A cascading domino model for the spatio-temporal replication program in mammalian cells

QuickTime et unᆰdᆰcompresseur TIFF (non compressᆰ)

sont requis pour visionner cette image.

Page 42: Master replication origins at the heart of the …Master replication origins at the heart of the organisation and fragility of the human genome Alain Arneodo Laboratoire Joliot-Curie

DNA replication timing data corroborate in silico human replication origin predictions

B. AUDIT, S. NICOLAY, M. HUVET, M. TOUCHON, Y. D'AUBENTON-CARAFA, C.THERMES & A. ARNEODO. Phys. Rev. Lett. 99, 248102 (2007).

Human gene organization driven by the coordination of replication and transcription

M. HUVET, S. NICOLAY, M. TOUCHON, B. AUDIT, Y. D’AUBENTON-CARAFA, A. ARNEODO.& C. THERMES. Genome Res. 17, 1278-1285 (2007).

Bifractality of human DNA strand-asymmetry profiles results from transcription.

S. NICOLAY, E.B. BRODIE OF BRODIE, M. TOUCHON, B. AUDIT, Y. D’AUBENTON-CARAFA, C. THERMES & A. ARNEODO. Phys. Rev. E 75, 032902 (2007).

DNA in chromatin: from genome-wide sequence analysis to the modeling of replication in mammals.

A. ARNEODO, Y. D’AUBENTON-CARAFA, B. AUDIT, E.B. BRODIE OF BRODIE, S. NICOLAY, P.ST-JEAN, C. THERMES, M. TOUCHON, & C. VAILLANT. Adv. Chem. Phys. 135, 203 (2007).

Replication-associated strand asymmetries in mammalian genome : towards detection of replication origins

M. TOUCHON, S. NICOLAY, B. AUDIT, E.B. BRODIE OF BRODIE, Y. D’AUBENTON-CARAFA, A. ARNEODO & C. THERMES, Proc. Natl. Acad. Sci.USA 102, 9836-9841 (2005)

From DNA sequence analysis to modeling replication in the Human genomeE.B. BRODIE OF BRODIE, S. NICOLAY, M. TOUCHON, B. AUDIT, Y. D’AUBENTON-CARAFA,

C. THERMES & A. ARNEODO, Phys. Rev. Lett. 94, 248103 (2005)

Transcription-coupled and splicing-coupled strand asymmetries in eukaryotic genomes.

M. TOUCHON, A. ARNEODO, Y. D’AUBENTON-CARAFA & C. THERMES, Nucleic Acids Res. 32, 4969 (2004)

Low Frequency rhythms in human DNA sequences : a key to the organization of gene location and orientation?

S. NICOLAY, F. ARGOUL, M. TOUCHON, Y. D’AUBENTON-CARAFA, C. THERMES & A. ARNEODO, Phys. Rev. Lett. 93, 108101 (2004)

Transcription-coupled TA and GC strand asymmetries in the human genome.M. TOUCHON, S. NICOLAY, A. ARNEODO, Y. D’AUBENTON-CARAFA & C. THERMES,

FEBS Letters 555, 579 (2003)

REFERENCES

Page 43: Master replication origins at the heart of the …Master replication origins at the heart of the organisation and fragility of the human genome Alain Arneodo Laboratoire Joliot-Curie

Eukaryotic NucleusNative Chromatin fiber

Page 44: Master replication origins at the heart of the …Master replication origins at the heart of the organisation and fragility of the human genome Alain Arneodo Laboratoire Joliot-Curie

Laboratoire Joliot-Curie

Page 45: Master replication origins at the heart of the …Master replication origins at the heart of the organisation and fragility of the human genome Alain Arneodo Laboratoire Joliot-Curie

Multi-scale detection of jumps in human skew profile

identification of transitions

Detection of 2415 upward jumps and of a similar number of downward jumps

position of transitions

Scale analysis : 200 kbp

Wavelet based analysis

Sca

le (

kb

)S

cale

(k

b)

SS

Human chromosome 12

Page 46: Master replication origins at the heart of the …Master replication origins at the heart of the organisation and fragility of the human genome Alain Arneodo Laboratoire Joliot-Curie

2.0

1.5

1.0

n

Re

plic

atio

n tim

ing

Ske

w p

rofil

e

Page 47: Master replication origins at the heart of the …Master replication origins at the heart of the organisation and fragility of the human genome Alain Arneodo Laboratoire Joliot-Curie

Replication and genome organization

Replication bias in Bacillus subtilis

Sense genes, anti-sense genes

Page 48: Master replication origins at the heart of the …Master replication origins at the heart of the organisation and fragility of the human genome Alain Arneodo Laboratoire Joliot-Curie

Transcription bias

Replication bias in bacteria

TERORI ORI

Hum

an

Page 49: Master replication origins at the heart of the …Master replication origins at the heart of the organisation and fragility of the human genome Alain Arneodo Laboratoire Joliot-Curie

Replication and genome organization

Page 50: Master replication origins at the heart of the …Master replication origins at the heart of the organisation and fragility of the human genome Alain Arneodo Laboratoire Joliot-Curie

High-resolution mapping of Open ChromatinBoyle et al., Cell 132, 311 (2008)

Human chromosome 6

Page 51: Master replication origins at the heart of the …Master replication origins at the heart of the organisation and fragility of the human genome Alain Arneodo Laboratoire Joliot-Curie

High-resolution mapping of Open ChromatinBoyle et al., Cell 132, 311 (2008)

Human chromosome 6

Page 52: Master replication origins at the heart of the …Master replication origins at the heart of the organisation and fragility of the human genome Alain Arneodo Laboratoire Joliot-Curie

The sequence is highly predictive of open chromatin around putative replication origins

Page 53: Master replication origins at the heart of the …Master replication origins at the heart of the organisation and fragility of the human genome Alain Arneodo Laboratoire Joliot-Curie

The sequence is highly predictive of open chromatin around putative replication origins